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Archive 2018Astronaut Chats with a 'Smart Robot' on the ISS and No One is Excited
CIMON, the new crew member of the International Space Station (ISS), is starting to get accustomed to weightlessness. And his colleagues are learning how to talk to him. The robot…
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Archive 2018Artificial Intelligence Created at a Catholic School Dresses Naked Girls in Bikinis
Researchers from the Pontifical Catholic University of Rio de Janeiro have developed software that scans risqué photographs of women and overlays bikinis on intimate areas. The scientists presented the tool…
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Archive 2018Artificial Intelligence Has Learned to Tell Jokes. However, They Are Truly Awful Groaners!
Janelle Shane is reportedly one of the world's leading experts on artificial intelligence. She is currently trying to teach machines to joke. How is she doing…
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Archive 2018A Message for AI Developers: Recently, I needed to update some libraries in Python, and in the process, TensorFlow stopped working through the GPU.
I am currently tackling a task in NLP, where I teach a computer to recognise various types of insults, slurs, coarse expressions, etc. It's about 70 MB of text...
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Archive 2018I'm Trying to Teach a Computer to Translate from English to Czech
I found a sample of about 7000 sentences that are in both languages. I’ll tell it to go through them 100 times and try to understand the words. I’ll make it easier...
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Archive 2018A New Kind of AI – Augmented Random Search
Recently, a phenomenal topic has emerged among AI researchers. A new kind of AI has been invented! The algorithm is so simple that you don't need any complex framework like TensorFlow to implement it…
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Archive 2018Stanford Question Answering Dataset (SQuAD)
Today I found a real treasure! The Stanford Question Answering Dataset (SQuAD) is a new dataset consisting of questions posed by the audience on a selection of Wikipedia articles…
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Archive 2018AI Can Describe Photos!
I have just completed the most complex homework in AI that I have ever done. Creating and training a model that can generate text descriptions from photos!…
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Archive 2018Take a Selfie and AI Will Find Your Doppelgänger in Famous Galleries.
Artificial intelligence in action. Take a selfie, and Google will find your doppelgänger in famous galleries. When I tried it this morning, I had mixed feelings. I was…
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Archive 2018A Bouquet of Four Experiments with Recurrent Neural Networks
Do you also enjoy conducting experiments? Take a look at my bouquet of four experiments from yesterday's exploration with recurrent neural networks (based on a fantastic Russian school). …
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Archive 2018The Conclusion of the Trilogy on Autoencoders or Genesis 2.0 – Right up to the Creation of the First Humans
In the beginning, there was chaos and noise. Epoch One. And the great Generator said: Let there be light! And there was light. And the Discriminator saw the light, that it was good…
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Archive 2018The First Part of the Trilogy on the Use of Autoencoders – Noise Reduction
This time focusing on noise reduction. First, I will contaminate the entire dataset with a large amount of colour noise. I will compress this damaged image (to 512 digits) and then decompress it again. The excess noise was…
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Archive 2018What is an Autoencoder and How Does it Compress Data?
I continue my study of artificial intelligence in the 'Russian school'. It's a tough but good school. It took me 10 minutes to solve the autoencoder task with an error rate of 6.7%, but it took three days of experimentation to tame the error size down to 5%.
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Archive 2017TensorFlow Playground
The Christmas gift is here again! TensorFlow Playground is a brilliant web application written in d3.js. TensorFlow Playground helps to understand how simple neural networks work, without needing to know any mathematics or install anything…
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Archive 2017How to Use AI to Upscale a Low-Resolution Image?
I have tackled the issue of how to use AI to upscale a low-resolution image several times. Now I have found an interesting solution :) Take a look at the original low-resolution photograph, compare it with the enhanced solution using the magic filter, and then my enhancement (a sharpened version with additional details).
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Archive 2017Completing the 4th Course on Deep Learning, This Time 'Convolutional Neural Networks'
Just before Christmas, I am completing the 4th course on deep learning, this time 'Convolutional Neural Networks' – my favourite convolutional networks :) What will you learn in the course? You might see,…
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Archive 2017Ubiquitous Artificial Intelligence Will Be a Megatrend of the Next Decade.
Buy IT Systems 12/2017! Ubiquitous artificial intelligence will be a megatrend of the next decade. https://www.systemonline.cz/ca…/obsah-it-systems-2017-12.htm
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Archive 2017AI for Creating Logos and Brands
Use artificial intelligence to create a logo and brand. Try Brandmark. With this programme, I created many new logo designs in just 5 minutes!…
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Archive 2017Object Detection – A Fun Exercise
Yay, another homework assignment is complete! This time I implemented 'object detection'. The AI not only learns to recognise what is in the image, but also where it is...
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Archive 2017An Attempt to Improve the Quality of Photos from Smartphones
Which version is better, the one before... or the one after? Another attempt to enhance the quality of photos from smartphones to be comparable to...
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Archive 2017Homework from Computer Vision – A Happy Home
My NG teacher is simply brilliant! Take a look at what his homework looks like: “You are going on holiday and have decided to spend a week with your…
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Archive 2017How Do You Take Your Notes?
On paper or electronically? I'm trying both. 6
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Archive 2017GPU Speed Test
Do you know why it is only now possible to create truly deep artificial intelligence? Perhaps because we have better algorithms. I tried comparing how quickly I can multiply…
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Archive 2017First Experiment with Text Generation
Some of my early experiments with deep learning. What happens when I let a neural network learn from 80 pages of political quotes in Czech? It will come up with its own!
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